Heuristic Evaluation Functions for General Game Playing
نویسندگان
چکیده
منابع مشابه
Automatic Heuristic Construction for General Game Playing
Introduction Creating programs that can play games such as chess, checkers, and backgammon, at a high level has long been a challenge and benchmark for AI. While several game-playing systems developed in the past, such as Deep Blue (Campbell, Jr., & Hsu 2002), Chinook (Schaeffer et al. 1992), and TD-gammon (Tesauro 1994) have demonstrated competitive play against human players, such systems are...
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General Game Playing (GGP) is a specially designed environment for creating and testing competitive agents which can play variety of games. The fundamental motivation is to advance the development of various artificial intelligence methods operating together in a previously unknown environment. This approach extrapolates better on real world problems and follows artificial intelligence paradigm...
متن کاملGeneral Game Playing
Verify your progress by letting dierent versions of your program (with and without the improvements) play against each other in a selection of games. Record the results of the comparisons for at least 5 dierent games and send me an email with the results no later than Sunday, Feb 1st 2009 with a short descriptions of the changes between the versions of your program you compared.
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Unlike traditional game playing, General Game Playing is concerned with agents capable of playing classes of games. Given the rules of an unknown game, the agent is supposed to play well without human intervention. For this purpose, agent systems that use deterministic game tree search need to automatically construct a state value function to guide search. Successful systems of this type use ev...
متن کاملGeneral Video Game Playing
One of the grand challenges of AI is to create general intelligence: an agent that can excel at many tasks, not just one. In the area of games, this has given rise to the challenge of General Game Playing (GGP). In GGP, the game (typically a turn-taking board game) is defined declaratively in terms of the logic of the game (what happens when a move is made, how the scoring system works, how the...
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ژورنال
عنوان ژورنال: KI - Künstliche Intelligenz
سال: 2011
ISSN: 0933-1875,1610-1987
DOI: 10.1007/s13218-010-0074-7